diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 79edeb5119..b2b94a58d9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3394,7 +3394,7 @@
 {"batchId": "232414c0749d45c3b70234b08983b49c", "completedAt": "2026-10-12T07:10:25.431543+00:00", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configSource": "modelhub_live", "createdAt": "2026-10-12T07:08:58.239256+00:00", "framework": "vllm", "intentId": "f5fef59031de42e280fe73dbb458704a", "lastModified": "2026-10-12T05:34:54+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/humanizer-12b-OptiQ-4bit", "reason": null, "reconciledAt": "2026-10-12T07:32:00.074163+00:00", "repoId": "mlx-community/humanizer-12b-OptiQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5483340", "taskType": "text-generation"}
 {"batchId": "d7659c0a1b9142f9bda1960d15d58f37", "completedAt": "2026-10-12T07:26:53.161955+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-12T07:25:46.418905+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5ef6bbeb9b19448394db340afecc12f7", "lastModified": "2026-10-12T07:13:08+00:00", "modelAddress": "https://modelscope.cn/models/yiku233/qwen2.5-coder-7b-nl2sql", "reason": null, "reconciledAt": "2026-10-12T07:32:00.075864+00:00", "repoId": "yiku233/qwen2.5-coder-7b-nl2sql", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5483497", "taskType": "text-generation"}
 {"batchId": "6bc9c37cdb5f4e3ea688bb680ff659c7", "completedAt": "2026-10-12T07:31:54.621104+00:00", "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configSource": "modelhub_live", "createdAt": "2026-10-12T07:30:49.139128+00:00", "framework": "vllm", "intentId": "03d2551935ec481f9c11912d3a4e30d4", "lastModified": "2026-10-12T05:34:54+00:00", "modelAddress": "https://modelscope.cn/models/mlx-community/humanizer-12b-OptiQ-4bit", "reason": null, "reconciledAt": "2026-10-12T07:32:00.076454+00:00", "repoId": "mlx-community/humanizer-12b-OptiQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5483580", "taskType": "text-generation"}
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+{"batchId": "d4858cd25fba44938b33c8a6bc1ca4e0", "completedAt": "2026-10-12T07:47:29.374465+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-12T07:46:25.147742+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3d4658a4923840458742468c4ee63312", "lastModified": "2026-10-12T07:13:08+00:00", "modelAddress": "https://modelscope.cn/models/yiku233/qwen2.5-coder-7b-nl2sql", "reason": null, "repoId": "yiku233/qwen2.5-coder-7b-nl2sql", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "submitted", "targetGpu": "Ascend_910-b3", "taskId": "5483908", "taskType": "text-generation"}
 {"batchId": "64ef2259965a4a47875e42e124456e7a", "completedAt": "2026-10-10T08:22:29.829255+00:00", "configFingerprint": "014e4c7848d2739d8b20b385d6b85827a2fc5723d3b5a17c03afbd67c56275d9", "configSource": "modelhub_live", "createdAt": "2026-10-10T08:19:42.281118+00:00", "framework": "llamacpp", "intentId": "1c4c57e0fcb04deda8bccda4d928eff0", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
 {"batchId": "04247231908a4293bb90fcfb6ceb1b21", "completedAt": "2026-10-10T03:37:10.311161+00:00", "configFingerprint": "41b32e99f4cd3b280f48beb66666c48e543570dbfdee61682247438440dae4f3", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:35:16.235834+00:00", "framework": "llamacpp", "intentId": "7ec4fc2708014d83955beed36401eb73", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
 {"batchId": "defc40efc99547dea797f26d6a4c1a65", "completedAt": "2026-10-10T03:33:51.337890+00:00", "configFingerprint": "b6b49b497726342799df1608aa88399dc2d2712f97d7f1eb9fbc89c5b78f2c4c", "configSource": "modelhub_live", "createdAt": "2026-10-10T03:32:02.289053+00:00", "framework": "llamacpp", "intentId": "4dc3d20711774633bcaa193b5c6032ab", "repoId": "GnLOLot/MiniCPM5-2B-Claude-Fable5-1-Thinking-Agentic-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 7ae285ef8f..146daa70c5 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -1,11 +1,11 @@
 {
   "acceptedByCategory": {
-    "unified_success_first": 3533
+    "unified_success_first": 3534
   },
   "acceptedByRoute": {
     "text-generation|Ascend_910-b3|llamacpp": 31,
     "text-generation|Ascend_910-b3|vllm": 44,
-    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 251,
+    "text-generation|Ascend_910-b3|vllm_tokenizer_patch": 252,
     "text-generation|Ascend_910-b4|llamacpp": 20,
     "text-generation|Ascend_910-b4|vllm": 35,
     "text-generation|Ascend_910-b4|vllm_tokenizer_patch": 229,
@@ -39,8 +39,8 @@
     "text-generation|hygon_k100-ai|vllm": 32,
     "text-generation|hygon_k100-ai|vllm-patch-tokenizer": 229
   },
-  "acceptedSinceRefresh": 3533,
-  "acceptedTotal": 3533,
-  "generatedAt": "2026-10-12T07:31:54.560276+00:00",
+  "acceptedSinceRefresh": 3534,
+  "acceptedTotal": 3534,
+  "generatedAt": "2026-10-12T07:47:29.262767+00:00",
   "version": 1
 }
diff --git a/ledger/submissions.jsonl b/ledger/submissions.jsonl
index d07f9a8432..9d473c5d36 100644
--- a/ledger/submissions.jsonl
+++ b/ledger/submissions.jsonl
@@ -1050,3 +1050,4 @@
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-attnres-block2-v1_B", "modelId": "nkkbr/Mini-K3-1H-attnres-block2-v1_B", "submitTime": "2026-10-08T11:06:58.768281+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5378776", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-ascend-910-b3"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g64-v2_B", "modelId": "nkkbr/Mini-K3-1H-decay-g64-v2_B", "submitTime": "2026-10-08T11:06:58.769835+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5378775", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-ascend-910-b3"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "submitTime": "2026-10-08T11:06:58.772405+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5378777", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-ascend-910-b3"}
+{"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/yiku233/qwen2.5-coder-7b-nl2sql", "modelId": "yiku233/qwen2.5-coder-7b-nl2sql", "submitTime": "2026-10-12T07:46:26.365488+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5483908", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b3"}
diff --git a/manifest.json b/manifest.json
index 32dfcec701..de735876af 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "d3d652be13ecd058fe95330a842db9324afc6db47aa9abffe9ded380dd437c65",
     ".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
     ".modelhub_state/recovery_active_tasks.jsonl": "e4bb8c08c49117f2d705390abef58a31850269052c1bd469e6b6eaa713e31555",
-    ".modelhub_state/recovery_intents.jsonl": "fb7c93397e72692c5bd62e66247b51ee80970f9de4bb3596b41f1220c237426b",
-    ".modelhub_state/routing_intelligence.json": "f3b58403f1d673deba834bdde39af59c4ffe57d47fdb6734edddd78ac4141848",
+    ".modelhub_state/recovery_intents.jsonl": "4d38c396442709f52b41ce720d9c773b9ce5230ee77c5f1902d404070c2d427a",
+    ".modelhub_state/routing_intelligence.json": "7dc3cf0a413de524b45c57b3f9eb3c2023cdab3c574b60ad772e09c7924be9cc",
     ".modelhub_state/submission_exclusions.jsonl": "660ad77b924d3b0cc76f46aacd1f91a924d13a02bc68057eb5a964647441283b",
     ".modelhub_state/worker_crashes.jsonl": "a6b56caed5c7afeb803f8701393cf4660f7e9799eb5ff84af826a142e16d9b00",
-    "ledger/submissions.jsonl": "11165f34f3f067fd4bba09747ec012e96b3224d8cb3ba9f68c6679a768eda9c6",
-    "outcomes/submissions.jsonl": "55b7e5c4680ff30ad647d92057f85eb047a2b481f06af9b0cb2ffe5fe2ce78ac"
+    "ledger/submissions.jsonl": "65624d77b5c274d0497a767e2a5b54df9e23a74298912c420c2c2c52a27d835d",
+    "outcomes/submissions.jsonl": "811efc3bdf593f2ca076a7586c0054748526150947a541edf1734e639cda6e91"
   },
-  "generation": 23922,
-  "phase": "intent",
+  "generation": 23923,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-12T07:46:25.294030+00:00",
+  "updatedAt": "2026-10-12T07:47:29.493604+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index 6d2537658b..ee601d0394 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -904,3 +904,4 @@
 {"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "mlx-community/humanizer-12b-OptiQ-4bit", "modelProfile": {"architectures": ["Gemma4UnifiedForConditionalGeneration"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8964644930, "estimatedRequiredGiB": 10.055, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gemma4_unified", "modelscopeFileSize": 8997071286, "modelscopeLicense": "apache-2.0", "modelscopeParams": 1009125399, "modelscopeTags": ["license:apache-2.0", "model_type:gemma4_unified", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:quantized", "custom_tag:mixed-precision", "custom_tag:4bit", "custom_tag:8bit", "custom_tag:optiq", "custom_tag:apple-silicon", "custom_tag:gemma4", "custom_tag:humanizer", "custom_tag:text-rewriting", "custom_tag:style-transfer"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 8997071286}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-12T07:08:59.455546+00:00", "targetGpu": "Mthreads_s4000", "taskId": "5483340", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "yiku233/qwen2.5-coder-7b-nl2sql", "modelProfile": {"architectures": ["Qwen2ForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 15715871392, "estimatedRequiredGiB": 17.582, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen2", "modelscopeFileSize": 15731821037, "modelscopeLicense": "apache-2.0", "modelscopeParams": 7615616512, "modelscopeTags": ["license:apache-2.0", "model_type:qwen2", "library:transformer", "library:lora", "library:safetensors", "task:text-generation", "custom_tag:nl2sql", "custom_tag:text-to-sql", "custom_tag:lora", "custom_tag:distillation", "custom_tag:dpo", "custom_tag:qwen2_5_coder", "custom_tag:mysql", "custom_tag:agent"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 15731821037}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-12T07:25:47.851287+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5483497", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm", "lastSyncTime": null, "modelId": "mlx-community/humanizer-12b-OptiQ-4bit", "modelProfile": {"architectures": ["Gemma4UnifiedForConditionalGeneration"], "configFingerprint": "2ebd1d3ee8ed952dd08e24120ad5d7342c9a018f55c478225a242b664721e8d0", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8964644930, "estimatedRequiredGiB": 10.055, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gemma4_unified", "modelscopeFileSize": 8997071286, "modelscopeLicense": "apache-2.0", "modelscopeParams": 1009125399, "modelscopeTags": ["license:apache-2.0", "model_type:gemma4_unified", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:quantized", "custom_tag:mixed-precision", "custom_tag:4bit", "custom_tag:8bit", "custom_tag:optiq", "custom_tag:apple-silicon", "custom_tag:gemma4", "custom_tag:humanizer", "custom_tag:text-rewriting", "custom_tag:style-transfer"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 8997071286}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-12T07:30:51.659799+00:00", "targetGpu": "Ascend_910-b4", "taskId": "5483580", "taskType": "text-generation", "verifyResult": null}
+{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": null, "modelId": "yiku233/qwen2.5-coder-7b-nl2sql", "modelProfile": {"architectures": ["Qwen2ForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 15715871392, "estimatedRequiredGiB": 17.582, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen2", "modelscopeFileSize": 15731821037, "modelscopeLicense": "apache-2.0", "modelscopeParams": 7615616512, "modelscopeTags": ["license:apache-2.0", "model_type:qwen2", "library:transformer", "library:lora", "library:safetensors", "task:text-generation", "custom_tag:nl2sql", "custom_tag:text-to-sql", "custom_tag:lora", "custom_tag:distillation", "custom_tag:dpo", "custom_tag:qwen2_5_coder", "custom_tag:mysql", "custom_tag:agent"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 15731821037}, "outcome": "pending", "status": "pending", "submitTime": "2026-10-12T07:46:26.365488+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5483908", "taskType": "text-generation", "verifyResult": null}